Difan Zou

Difan Zou

University of California Los Angeles - Los Angeles / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1769124
University of California
person_outline Difan Zou's MOST POPULAR ARTICLES
1-) Improving adversarial robustness requires revisiting misclassified examplesY Wang, D Zou, J Yi, J Bailey, X Ma, Q GuInternational conference on learning representations, 20197252019
2-) Gradient descent optimizes over-parameterized deep ReLU networksD Zou, Y Cao, D Zhou, Q GuMachine learning 109, 467-492, 20207192020
3-) Layer-dependent importance sampling for training deep and large graph convolutional networksD Zou, Z Hu, Y Wang, S Jiang, Y Sun, Q GuAdvances in neural information processing systems 32, 20191762019
4-) Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United StatesEY Cramer, EL Ray, VK Lopez, J Bracher, A Brennen, ...Proceedings of the National Academy of Sciences 119 (15), e2113561119, 2022335*2022
5-) An improved analysis of training over-parameterized deep neural networksD Zou, Q GuNeurIPS 2018, 20192852019